Toward the development of a big data analytics capability.

Information & Management(2016)

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摘要
Various organizational-level resources that in combination build a big data analytics capability are proposed.A survey instrument to measure a big data analytics capability of the firm is proposed.The relationship between big data analytics capability and firm performance is empirically validated. The era of big data has begun such that organizations in all industries have been heavily investing in big data initiatives. We know from prior studies that investments alone do not generate competitive advantage; instead, firms need to create capabilities that rival firms find hard to match. Drawing on the resource-based theory of the firm and recent work in big data, this study (1) identifies various resources that in combination build a big data analytics (BDA) capability, (2) creates an instrument to measure BDA capability of the firm, and (3) tests the relationship between BDA capability and firm performance. Results empirically validate the proposed theoretical framework of this study and provide evidence that BDA capability leads to superior firm performance.
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关键词
Big data analytics,Firm performance,Capability,Resource-based theory,Instrument development,Formative constructs
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